output
20182026
most citedGenerative AI

1.3k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2022 · math.NAShow all

3 papers · 2 filters

math.NA2022★ 14 cited

Leveraging Memory Effects and Gradient Information in Consensus-Based Optimization: On Global Convergence in Mean-Field Law

Konstantin Riedl

In this paper we study consensus-based optimization (CBO), a versatile, flexible and customizable optimization method suitable for performing nonconvex and nonsmooth global optimiz…

math.NA2022★ 4 cited

An adaptive damped Newton method for strongly monotone and Lipschitz continuous operator equations

Pascal Heid

We will consider the damped Newton method for strongly monotone and Lipschitz continuous operator equations in a variational setting. We will provide a very accessible justificatio…

math.NA2022★ 57 cited

On the Global Convergence of Particle Swarm Optimization Methods

Hui Huang, Jinniao Qiu, Konstantin Riedl

In this paper we provide a rigorous convergence analysis for the renowned particle swarm optimization method by using tools from stochastic calculus and the analysis of partial dif…